QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
☆191Jun 10, 2026Updated 2 months ago
Alternatives and similar repositories for qonnx
Users that are interested in qonnx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Brevitas: neural network quantization in PyTorch☆1,567Updated this week
- Model zoo for the Quantized ONNX (QONNX) model format☆15Oct 31, 2025Updated 10 months ago
- Dataflow compiler for QNN inference on FPGAs☆1,045Updated this week
- Dataflow QNN inference accelerator examples on FPGAs☆263Mar 10, 2026Updated 5 months ago
- Live demo of hls4ml on embedded platforms such as the Pynq-Z2☆13Aug 23, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Resource Utilization and Latency Estimation for ML on FPGA.☆20Apr 11, 2026Updated 4 months ago
- Legacy High Granularity Quantizarion 1 - Please use HGQ2 instead (https://github.com/calad0i/HGQ)☆40Mar 13, 2026Updated 5 months ago
- Vitis HLS Library for FINN☆227May 27, 2026Updated 3 months ago
- FINN+ is an extended version of FINN, a dataflow compiler for QNN inference on FPGAs. It is maintained by a group of researchers at Pader…☆57Updated this week
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 4 years ago
- Fast inference of Boosted Decision Trees in FPGAs☆62Aug 6, 2026Updated 3 weeks ago
- Machine learning on FPGAs using HLS☆2,116Updated this week
- Distributed arithmetic optimization for quantized nn on FPGAs☆24Apr 15, 2026Updated 4 months ago
- Tutorial notebooks for hls4ml☆442Aug 17, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- nn2FPGA converts ONNX models into FPGA dataflow accelerators with seamless ONNX Runtime integration.☆22Jul 21, 2026Updated last month
- Low Precision(quantized) Yolov5☆48Mar 24, 2025Updated last year
- SAMO: Streaming Architecture Mapping Optimisation☆36Oct 4, 2023Updated 2 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆463May 15, 2023Updated 3 years ago
- QKeras: a quantization deep learning library for Tensorflow Keras☆584Feb 23, 2026Updated 6 months ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆20Dec 29, 2024Updated last year
- Open-source AI acceleration on FPGA: from ONNX to RTL☆58Updated this week
- ☆82Jul 21, 2022Updated 4 years ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆27Jul 28, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆25Sep 19, 2025Updated 11 months ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- ☆173Mar 9, 2023Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆286Dec 11, 2024Updated last year
- Train and deploy LUT-based neural networks on FPGAs☆120Jun 12, 2024Updated 2 years ago
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆19May 18, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.☆451Updated this week
- Model compression for ONNX☆103May 1, 2026Updated 3 months ago
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices☆12Jul 1, 2021Updated 5 years ago
- Jupyter notebook examples on image classification with quantized neural networks☆70May 5, 2020Updated 6 years ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆449Aug 20, 2026Updated last week
- Awesome Quantization Paper lists with Codes☆10Feb 24, 2021Updated 5 years ago
- Repository for work on on Xilinx's matrix vector activation unit's RTL implementation. Documentation available at: https://asadalam.githu…☆20Jan 21, 2022Updated 4 years ago